Michael Reich

The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity

Jordi Barretina, Giordano Caponigro, Nicolas Stransky et al. · Nature · 2012 · 8.3K citations

Tumor Biology, Predictive Modelling, Drug Target +12

The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease

Justin Lamb, Emily Crawford, D. D. Peck et al. · Science · 2006 · 5.4K citations

Genetics, Molecular Biology, Biological Network +19

The landscape of somatic copy-number alteration across human cancers

Rameen Beroukhim, Craig H. Mermel, Dale Porter et al. · Nature · 2010 · 4K citations · Full text

Somatic Variant, Tumor Heterogeneity, Medicine +7

Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning

Margaret A. Shipp, Ken N. Ross, Pablo Tamayo et al. · Nature Medicine · 2002 · 2.4K citations

Bioinformatics, Gene-expression Profiling, Machine Learning +12

Multiclass cancer diagnosis using tumor gene expression signatures

Sridhar Ramaswamy, Pablo Tamayo, Ryan Rifkin et al. · Proceedings of the National Academy of Sciences · 2001 · 2K citations · Full text

Engineering, Diagnosis, Pathology +16